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Adith Swaminathan

Principal Researcher, NetFlix

1 paper at NeurIPS 2025

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Poster Session 2

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Lost in Transmission: When and Why LLMs Fail to Reason Globally

#3907 Spotlight · Tobias Schnabel, Kiran Tomlinson, Adith Swaminathan, Jennifer Neville

We develop a theoretical model of information flow constraints in LLMs that predicts LLM failures on global reasoning tasks.